Building the Future of Investing
LinqAlpha is building an AI-native research layer for global public markets — helping institutional investors turn fragmented data into differentiated insight, with NuVentures backing its next phase of global growth.
(Click/Tap on a timeline entry to find out more)
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01-January-2022
AI built specifically for investment research
LinqAlpha was founded by a team combining MIT computer science expertise with institutional finance experience. The ambition was not to build a generic AI assistant, but a system designed around the way professional investors actually research companies and markets.
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01-January-2023
A specialist AI platform begins to emerge
After winning Samsung Financial Network’s Open Collaboration programme, the team began focusing more deeply on enterprise financial research — using retrieval, proprietary datasets and generative AI to make large volumes of information easier to analyse.
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01-January-2024
20+ enterprise clients adopt the platform
By mid-2024, LinqAlpha was already working with more than 20 enterprise customers, including financial institutions, hedge funds and organisations such as KPMG US. Its AI agents could summarise filings and earnings calls, scan research and automate parts of the analyst workflow.
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01-June-2024
Capital to build deeper into financial research
LinqAlpha raised $6.6M in Seed funding, led by InterVest and Atinum, with participation from Techstars, Kakao Ventures, Smilegate Investment and Yellowdog. The funding was aimed at product development, hiring and international expansion.
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01-June-2025
AI begins learning how investors think
The product evolved beyond simply retrieving information. LinqAlpha began building specialised AI agents that learn an investment team’s own frameworks, research history and market views — turning proprietary knowledge into a continuously evolving research system.
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01-January-2026
70+ financial institutions across three continents
By 2026, LinqAlpha was serving more than 70 financial institutions across the U.S., Europe and Asia, including both buy-side and sell-side teams. Its buy-side customers collectively represented more than $5 trillion in assets under management.
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01-June-2026
Named Best AI Solution
LinqAlpha won Best AI Solution at the 2026 Hedge Fund Services Awards, recognising its application of multi-agent AI to institutional investment workflows.
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01-July-2026
Backing specialised AI for high-value decisions
NuVentures invested in LinqAlpha as part of its $22M Series A, alongside AVP, Atinum Investment, GFT Ventures and a global group of financial institutions and venture firms.
- 139 Countries
- 57663 Companies Covered
- 42 Languages Processed Natively
- 10 Data Sources Connected
We believe AI's most transformative impact will come from deeply specialized applications that solve complex, high-value problems. LinqAlpha is building exactly that for the investment research ecosystem; leveraging AI agents to understand investment frameworks and deliver differentiated intelligence at scale."
LinqAlpha is reinventing investment research, building the future of investing. Built for global markets, we deliver faster, deeper insights from trusted financial data.
Founded in 2022, LinqAlpha transforms fundamental investing with AI. Built by experts in generative AI, finance, and retrieval-based systems, the platform is tailored for hedge funds and asset managers.
By combining financial expertise with advanced AI agents, LinqAlpha enables faster, more actionable insights —shaping the future of equity research, backed by $6.6M in funding.